Relational Production Protocol#

Source: Notion — Relational Production Protocol Retrieved: 2026-08-13 · Page snapshot as of 2026-06-19T18:30:42Z Companion page: Film & Media as Knowledge Practice — Agent-Supported Production (3843e622054d8110af83f826693b12a5)

A ceremony-style checklist for entering creative sessions with collaborators. Inspired by Research Is Ceremony, this protocol provides structured practices ensuring intent-setting, agent briefing, narrative seeding, and closure reflection maintain relational accountability throughout production.

Pre-Production Ceremony (Before Capture)#

Intent-Setting (5 minutes)#

What relationship are we honoring through this work?
What knowledge seeks to emerge through this session?
Who/what are we accountable to in this process?

Agent Briefing (What Agents Need to Know)#

Creative signature to preserve: Your storyteller perspective and aesthetic coherence
Relational protocols: Whose voices must be honored, what cannot be extracted
Quality boundaries: What gets rejected if violated (persona-coherence criteria)

Narrative Cluster Seeding (Core Themes)#

What 3–5 core themes are we exploring today?
What visual metaphors or sonic environments anchor these themes?
What story arc might emerge from this material?

During Production (On-Set / In Session)#

Observational Logging#

Belt device recording: director intent, ambient context, relational moments
Visual capture: shot compositions, environmental conditions, unexpected witnesses
Note significant moments warranting ceremonial attention later

Pause Points (Check-In Protocol)#

Are we maintaining relationship with our intent?
What's emerging that we didn't anticipate?
Do agents need recalibration to preserve coherence?

Post-Production Processing#

Narrative Cluster Processing#

Run transcriptions through cluster analysis
Identify thematic structures, implied meanings, story spine
Generate editing brief with agent-supported markers

Quality Enforcement Review#

Validate outputs against storyteller-coherence criteria
Flag segments requiring human review or revision
Ensure relational protocols maintained throughout

Closure Ceremony (After Session)#

Reflection (10 minutes)#

What knowledge emerged through this relationship?
How did technology serve (or hinder) ceremonial intention?
What needs to be honored before moving forward?

Agent Memory Update#

What contextual signatures should persist into future sessions?
What ceremonial boundaries were discovered/refined today?
What should agents remember about this collaboration?

Gratitude & Release#

Acknowledge all relationships that made this work possible
Release material into next phase with blessing
Document what must be carried forward

Why This Matters#

Technology alone cannot ensure relational accountability — ceremony provides the structure through which tools serve relationship rather than extracting from it. This protocol relates multi-agent systems to Indigenous research methodologies.

Notion Pages for Agent Support#

🧲 Hermes Hook Layer — Index — event-driven, self-observing hook layer; observer agents learn from traces and reshape system behaviour without retraining
🧩 Narrative Cluster Processor (Reusable Method) — raw material → narrative clusters → implied meanings → story spine → artifacts; the method behind "Narrative Cluster Processing" above
🤖 Intent and Context Layer in Multi-Agent Autonomous Systems — academic and practitioner framing for intent/context layers

Theoretical Grounding#

Wilson, Shawn. Research Is Ceremony: Indigenous Research Methods
Kovach, Margaret. Indigenous Methodologies: Characteristics, Conversations, and Contexts
Smith, Linda Tuhiwai. Decolonizing Methodologies

Practical Templates#

Pre-production intent-setting worksheet (to be developed)
Agent briefing configuration file (to be developed)
Post-session reflection journal template (to be developed)

Relational Production Protocol